SOCIAL MEDIA
TikTok data scraping service.
Creator analytics, audience demographics, and competitor tracking, delivered as structured data your team can actually use.
The problem.
WHY THIS IS HARDER THAN IT LOOKS
Influencer marketing agencies, talent managers, and brand-side marketers all run into the same limit. TikTok's Creator Marketplace shows surface-level stats. Third-party databases cover the obvious creators with lagging metrics. Neither exposes the data that actually drives a brief: real engagement rates, audience demographics at the niche level, posting consistency, growth velocity, and which brands a creator has worked with in the last six months.
The existing tools cover the easy half. SaaS influencer platforms sell access to a standard creator database with a fixed schema at subscription pricing. They work well for broad discovery when you need to pull a list of creators in a category with more than 50,000 followers. They start to hurt when you need niche-and-geo intersections (fitness creators in Southeast Asia with a female 18 to 24 audience), custom engagement scoring that weights share-to-view ratio and comment sentiment, or competitive intelligence on a specific brand's roster of partners and their campaign outcomes. At that point the data you need is not in the database you are paying for.
This service fills that exact gap. Creator-level analytics built for influencer marketing teams, competitor tracking for agencies running multi-brand campaigns, and custom scoring that matches your own vetting criteria instead of a vendor's predefined tiers. For one running agency client this service covers 25,000 creators across 14 content niches and has supported a 4.8x campaign ROI improvement and 68% faster creator vetting compared to their prior manual process.
What makes this different from a SaaS subscription is the shape of the output. The data schema matches your vetting workflow, not a vendor's dashboard. The delivery goes into the tools your team already uses. The scoring model reflects the factors your agency actually weights when evaluating a creator for a specific campaign brief. And when TikTok's platform updates its defenses or changes its data patterns, the pipeline gets fixed on my end within 24 hours. You do not manage the infrastructure.
You tell me the niches, the geographies, the brand targets, or the scoring model. I build the pipeline and deliver the data into your dashboards, spreadsheets, or campaign management tools.
Is this right for you?
GOOD FIT IF ANY OF THESE SOUND LIKE YOU
You run influencer marketing campaigns and need deeper creator analytics than SaaS databases offer
You want custom scoring that matches your agency's own vetting criteria, not a vendor's black box
You need competitor campaign intelligence: who is working with whom, how often, with what results
You are building a creator-facing product and need data quality beyond what the public Creator Marketplace exposes
What you receive.
EXACT FIELDS, DELIVERED IN YOUR FORMAT
Sample record.
{
"username": "khaby.lame",
"display_name": "Khabane lame",
"follower_count": 162400000,
"engagement_rate": 7.2,
"audience_age_bracket": { "13-17": 0.18, "18-24": 0.42, "25-34": 0.27 },
"audience_top_countries": ["US", "BR", "IN", "ID", "PH"],
"avg_video_views": 14200000,
"posting_cadence": "5.3/week",
"top_content_niches": ["Comedy", "Family", "Lifestyle"],
"brand_partnerships_6mo": ["L'Oreal", "Amazon", "Binance"],
"growth_velocity_30d": 842000,
"quality_score": 87,
"extracted_at": "2026-04-13T09:22:11Z"
}PREFER TO SELF-SERVE?
Or access our TikTok API yourself
5 ready-to-use endpoints. Pay per successful request. Built for developers.
Straightforward pricing.
SCALE DETERMINES PRICE · NO HIDDEN FEES
Creator list
One-time profiling of a creator list you supply. Delivered in 2 to 4 days.
- Up to 500 creators per run
- Full analytics field set
- Audience demographics included
- CSV, Google Sheet, or JSON
Ongoing tracking
Continuous tracking of a creator roster with scheduled refresh.
- Up to 2,000 creators tracked
- Daily or weekly refresh
- Growth velocity alerts
- Dashboard delivery optional
Agency intelligence
Competitor roster tracking, custom scoring, and campaign-level intelligence.
- Competitor campaign tracking
- Custom scoring model
- Multi-brand rollups
- Scoping call required
Frequently asked questions.
EVERYTHING YOU NEED TO KNOW
SaaS influencer platforms sell access to a standard creator database with a fixed schema at subscription pricing. They cover the top of the market well and are a good starting point for discovery. This service covers a different shape: niche-and-geo intersections the SaaS tools underreport, custom engagement scoring that matches your agency's vetting criteria, competitor campaign intelligence that no vendor productizes, and delivery directly into your existing systems.
Any creator with a public TikTok profile. For a creator list you provide I can profile the full set. For discovery work I build lookalike lists based on niche, audience demographics, geography, or a seed set you already trust. The supporting case study covers 25,000 creators profiled across 14 content niches for one agency client.
Yes. Given a competitor brand or a list of their known creator partners, I track sponsored content patterns, frequency, creator overlap, and campaign outcomes as visible in public engagement data. This is the Custom tier because each engagement scopes to specific research questions.
More accurate than the public Creator Marketplace number. The engagement rate is computed across a configurable window (default: last 20 videos) using actual view, like, comment, and share counts from each video. You can filter out pinned videos or viral outliers if they skew the average.
TikTok is one of the more defended platforms in 2026 and this is exactly why a specialist service exists. Infrastructure, detection avoidance, and fix-when-broken maintenance are handled on my side. You never see the complexity, you see the data. For recurring clients the pipeline is monitored continuously and fixes land within 24 hours on average.
Six formats cover most clients: CSV or JSON dropped in S3 or Google Cloud Storage, Google Sheets updated in place, direct writes to PostgreSQL or BigQuery, and webhook pushes to campaign management tools. For agency clients the most common integration is a shared Google Sheet per brand plus an optional lightweight dashboard.
Yes. Brand tracking, hashtag performance, trending sound analysis, and competitor post-level data are all supported. For agencies running multi-brand campaigns this is often more valuable than raw creator data. Brand-level tracking scopes as a Custom engagement because each brand's competitive landscape is configured differently.
Audience demographics such as age brackets and geographic distribution are modeled from engagement patterns, comment language, posting times, and content context. They are estimates, not raw platform data, and I disclose this in the output schema. For agencies that need verified demographics, TikTok's Creator Marketplace provides first-party audience data for enrolled creators, and I can incorporate that when available alongside the modeled estimates for non-enrolled creators.
Yes. Given a seed set of creators you trust, I can build lookalike lists based on content niche, audience overlap, engagement patterns, geographic distribution, and posting cadence. This is the most effective way to discover emerging creators who match a specific campaign brief without starting from a generic database search. Lookalike discovery is included in the Custom tier.
TikTok updates its access patterns regularly and this is the core reason a managed service exists rather than a one-time scraping job. When restrictions change, I update the pipeline and backfill any missed data within 24 hours. For ongoing tracking clients, this maintenance is included in the monthly fee and I communicate proactively about any changes that affect the data you receive. You do not see data gaps and you do not manage the technical response. If a restriction makes a specific data point temporarily unavailable, I flag it in the delivery and note the expected resolution rather than silently dropping the field from the output. The 14 content niches tracked in the supporting case study have run continuously for months through multiple platform updates without client-visible downtime.
For a one-time creator list profiling, the typical turnaround is 2 to 4 business days from when I receive your input list or discovery parameters. For ongoing tracking, the setup takes 3 to 5 business days for the initial roster configuration and first full extraction. After that the pipeline runs on the refresh schedule you choose. If you need data for a specific campaign with a hard deadline, let me know and I will tell you what is feasible.
A one-time creator list profiling starts at $199 for up to 500 creators, depending on field depth. Ongoing tracking starts at $499 per month for up to 2,000 creators with configurable refresh. Custom agency intelligence scopes by the week. No per-creator fees, no credit system. This is the same pricing model I have used across 200+ projects delivered through sidb.work.